Recommend brushing up on core math concepts like linear algebra, calculus, probability. Check out Andrew Ng's lecture series. 3blue1brown, the coding train, carykh, code bullet, and jabrils on YouTube. Some good websites are towardsdatascience.com, machinelearningmastery.com, r/datascience, r/machinelearning, google.com Also, you should really do your own research. The questions you asked have easily available answers on the web. And since you're just starting out, the resources will be abundant. :)
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